Browsing Electrical, Electronic and Computer Engineering by UP Author "Sande, Malcolm Makomborero"

Browsing Electrical, Electronic and Computer Engineering by UP Author "Sande, Malcolm Makomborero"

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  • Access and radio resource management for IAB networks using deep reinforcement learning 
    Sande, Malcolm Makomborero; Hlophe, Mduduzi Comfort; Maharaj, Bodhaswar Tikanath Jugpershad (Institute of Electrical and Electronics Engineers, 2021-08)
    Congestion in dense traf c networks is a prominent obstacle towards realizing the performance requirements of 5G new radio. Since traditional adaptive traf c signal control cannot resolve this type of congestion, realizing ...
  • A backhaul adaptation scheme for IAB networks using deep reinforcement learning with recursive discrete choice model 
    Sande, Malcolm Makomborero; Hlophe, Mduduzi Comfort; Maharaj, Bodhaswar T. Sunil (Institute of Electrical and Electronics Engineers, 2023-02)
    Challenges such as backhaul availability and backhaul scalability have continued to outweigh the progress of integrated access and backhaul (IAB) networks that enable multi-hop backhauling in 5G networks. These challenges, ...
  • Fast converging robust beamforming for massive MIMO in heterogeneous networks 
    Sande, Malcolm Makomborero; Hamouda, Soumaya; Maharaj, Bodhaswar Tikanath Jugpershad (Institute of Electrical and Electronics Engineers, 2018-04)
    The use of massive multiple-input multiple-output (MIMO) base stations in heterogeneous networks (HetNets) offers an increase in throughput without increasing the bandwidth, but with reduced power consumption. In this ...